Code Grand Rounds
Tech powered education in Medicine

Powering physicians, students, and scientists to stand at the intersection of advancing technologies and medicine

Content options spanning data science, machine learning, statistics, and more.
Questions crafted to ensure you walk away with skills to show for your time.
Earn a certificate to show off your new skills.
Check out some our lessons.
Lectures to provide a broad overview of high-yield information.
Basic Notebooks to practice applying skills.
Projects to develop experience with real-world data.
Bayesian Statistics and Thinking
Lecture
1 minutes
Intermediate
The prior may be you have never heard of Bayes theorem... the posterior is you will love it!
ANOVAS
Lecture
5 minutes
Intermediate
Everyone's favorite! Come learn about how to compare multiple means and do post hoc testing.
Use Cases of NLP
Lecture
6 minutes
Beginner
Other than Chatbots, what is NLP even useful for?
Confusion Matrices
Lecture
1 minutes
Intermediate
Confusion matrices are a core concept for evaluating both machine learning models and diagnostic tests. This will most …
Python Basics: Loops and Logic
Basic Notebook
26 minutes
Beginner
Loops and logic are the cornerstone of basic Python programming. This is a fun one!
Anaconda, Conda, Miniconda, Oh my!
Basic Notebook
2 minutes
Beginner
If you skimmed over everything else in the module, MAKE SURE YOU READ THIS ONE! While everything we say is helpful, thi…
Activation Functions
Basic Notebook
22 minutes
Learn all about activation functions and how they are used to introduce non-linearity and aid us in making predictions!
Python Basics: Data Structures
Basic Notebook
23 minutes
Beginner
Learn about how to store and manage data in Python!
Diagnose Pneumonia
Project
29 minutes
Advanced
Create an algorithm to diagnose pneumonia from chest x-rays
Hospital Readmissions: Random Forests
Project
11 minutes
Advanced
Learn how to make a forest of decision trees with Random Forests!
CKD: Support Vector Machine
Project
23 minutes
Advanced
Build a Support Vector Machine to predict whether patients will develop chronic kidney disease!
Heart Stroke: Data Leakage
Project
2 minutes
Intermediate
Common pitfalls and important big ideas in data science and ML
cross_validation
ml
evaluation
pandas
python_tips
data_exploration
data_science
stats
linear_regression
mod_2
python
mod_1_5
auroc
lr_or
hypo_test
distributions
z_t_test
anovas
bayes
ds_basics
data
visualization
basic_pandas_1
basic_pandas_2
loss_func
logistic_reg
feature_engineering
rfe
ohe
mod_3
mod_3_lec
clustering
unsupervised_learning
knn
kmeans
decision_tree
random_forest
xgboost
svm
python_1
mod_1
python_2
python_3
python_4
mod_5
neural_nets
torch
grad_descen
grad_backprop
backprop_grad
optim_gd
act_func
nlp
components_ai
what_is_ai
featurization
basics
coding
project
over_under_fit
metrics_ai
gen_ai
Code at Home
Natural Language Processing
Statistics
Deep Learning
Machine Learning Algorithms
Data Science
Learn to Code
Topics to pique all interests.
Missing something you'd like to see? Let us know.
Understand and learn from code,
without needing to write any.
Psst: if you want to, we've got that covered too.

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Whether you want to code, review, or just bag a certificate, Code Grand Rounds works for you.
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What is Code Grand Rounds?
Code Grand Rounds is an educational platform tailored toward medical students, physicians, and scientists. We offer our own tailored and peer-reviewed content, as well as community-contributed content spanning data science, statistics, machine learning, and more.
Who is Code Grand Rounds for?
Code Grand Rounds is for anyone interested in science, medicine, and technology.
How do I use Code Grand Rounds?
If you're here to learn, we encourage you to sign up and enroll in a Track you find interesting! If you're here to teach, sign up and check out the Create tab to begin creating your own content.
I'm a healthcare professional (physician, medical student, scientist). Why would it help for me to understand more about technology?
As a healthcare professional, you know how important technology is in medicine. Here at Code Grand Rounds, we firmly believe any technology-based solutions in healthcare should be driven by those with medical training first and foremost. By engaging in our content, you can contribute to these efforts, and grow in your ability to improve patient health and wellbeing.
I don't work in medicine, science, or research. Can I use Code Grand Rounds?
Absolutely. Much of what we teach is applicable to other curriculums or professional pursuits. While we intend to expand our curricular offerings to other groups, we are still in progress!
Is learning to code hard?
No! There may be a learning curve, but we promise you can do it. If you took the initiative to come to Code Grand Rounds, you are more than capable of learning to code.
I have more questions. How can I find answers?
Make a post on the Forums! We'll see it and reply as soon as we can.
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